Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9539715 | 0.7985029 | 0.4778328 |
| bt | 0.8256627 | 0.5077269 | 0.2290454 |
| maxnet | 0.8038229 | 0.4774850 | NA |
| gam | 0.8191031 | 0.5225922 | 0.2530216 |
| glm | 0.7521560 | 0.4804947 | 0.1602835 |